{"id":"https://openalex.org/W4407842578","doi":"https://doi.org/10.1145/3706468.3706569","title":"Do Actions Speak Louder Than Words? Unveiling Linguistic Patterns in Online Learning Communities Using Cross Recurrence Quantification Analysis","display_name":"Do Actions Speak Louder Than Words? Unveiling Linguistic Patterns in Online Learning Communities Using Cross Recurrence Quantification Analysis","publication_year":2025,"publication_date":"2025-02-21","ids":{"openalex":"https://openalex.org/W4407842578","doi":"https://doi.org/10.1145/3706468.3706569"},"language":"en","primary_location":{"id":"doi:10.1145/3706468.3706569","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3706468.3706569","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 15th International Learning Analytics and Knowledge Conference","raw_type":"proceedings-article"},"type":"conference-paper","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5078941005","display_name":"Hyunju Oh","orcid":"https://orcid.org/0009-0007-4976-8124"},"institutions":[{"id":"https://openalex.org/I33213144","display_name":"University of Florida","ror":"https://ror.org/02y3ad647","country_code":"US","type":"education","lineage":["https://openalex.org/I33213144"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Hyunju Oh","raw_affiliation_strings":["University of Florida,"],"raw_orcid":"https://orcid.org/0009-0007-4976-8124","affiliations":[{"raw_affiliation_string":"University of Florida,","institution_ids":["https://openalex.org/I33213144"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5006307508","display_name":"Zifeng Liu","orcid":"https://orcid.org/0009-0005-5833-2141"},"institutions":[{"id":"https://openalex.org/I33213144","display_name":"University of Florida","ror":"https://ror.org/02y3ad647","country_code":"US","type":"education","lineage":["https://openalex.org/I33213144"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Zifeng Liu","raw_affiliation_strings":["University of Florida,"],"raw_orcid":"https://orcid.org/0009-0005-5833-2141","affiliations":[{"raw_affiliation_string":"University of Florida,","institution_ids":["https://openalex.org/I33213144"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5031131748","display_name":"Wanli Xing","orcid":"https://orcid.org/0000-0002-1446-889X"},"institutions":[{"id":"https://openalex.org/I33213144","display_name":"University of Florida","ror":"https://ror.org/02y3ad647","country_code":"US","type":"education","lineage":["https://openalex.org/I33213144"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Wanli Xing","raw_affiliation_strings":["University of Florida,"],"raw_orcid":"https://orcid.org/0000-0002-1446-889X","affiliations":[{"raw_affiliation_string":"University of Florida,","institution_ids":["https://openalex.org/I33213144"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I33213144"],"apc_list":null,"apc_paid":null,"fwci":22.5973,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.97874232,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":94,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"992","last_page":"998"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10162","display_name":"Online and Blended Learning","score":0.9740999937057495,"subfield":{"id":"https://openalex.org/subfields/3304","display_name":"Education"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T10162","display_name":"Online and Blended Learning","score":0.9740999937057495,"subfield":{"id":"https://openalex.org/subfields/3304","display_name":"Education"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T11122","display_name":"Online Learning and Analytics","score":0.9663000106811523,"subfield":{"id":"https://openalex.org/subfields/1706","display_name":"Computer Science Applications"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10636","display_name":"Innovative Teaching and Learning Methods","score":0.963699996471405,"subfield":{"id":"https://openalex.org/subfields/3204","display_name":"Developmental and Educational Psychology"},"field":{"id":"https://openalex.org/fields/32","display_name":"Psychology"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/linguistics","display_name":"Linguistics","score":0.6079770922660828},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5449702739715576},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.5191366076469421},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.49636369943618774},{"id":"https://openalex.org/keywords/linguistic-analysis","display_name":"Linguistic analysis","score":0.4461025595664978},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.39542004466056824},{"id":"https://openalex.org/keywords/philosophy","display_name":"Philosophy","score":0.1271681785583496}],"concepts":[{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.6079770922660828},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5449702739715576},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.5191366076469421},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.49636369943618774},{"id":"https://openalex.org/C2987219923","wikidata":"https://www.wikidata.org/wiki/Q777864","display_name":"Linguistic analysis","level":2,"score":0.4461025595664978},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.39542004466056824},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.1271681785583496}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3706468.3706569","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3706468.3706569","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 15th International Learning Analytics and Knowledge Conference","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Quality Education","id":"https://metadata.un.org/sdg/4","score":0.75}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":30,"referenced_works":["https://openalex.org/W656375575","https://openalex.org/W1580807540","https://openalex.org/W2005880885","https://openalex.org/W2023803418","https://openalex.org/W2053278592","https://openalex.org/W2075126002","https://openalex.org/W2081681829","https://openalex.org/W2108183214","https://openalex.org/W2317336965","https://openalex.org/W2340414073","https://openalex.org/W2596403721","https://openalex.org/W2792484024","https://openalex.org/W2796467082","https://openalex.org/W2883150817","https://openalex.org/W2902014535","https://openalex.org/W2914336853","https://openalex.org/W2921276910","https://openalex.org/W2972341104","https://openalex.org/W2977306830","https://openalex.org/W3089073032","https://openalex.org/W3157673564","https://openalex.org/W3208032800","https://openalex.org/W4210638762","https://openalex.org/W4245961435","https://openalex.org/W4284971647","https://openalex.org/W4293077476","https://openalex.org/W4322620041","https://openalex.org/W4392197913","https://openalex.org/W4400643238","https://openalex.org/W4402601499"],"related_works":["https://openalex.org/W4379034307","https://openalex.org/W3204019825","https://openalex.org/W2769555045","https://openalex.org/W4402838874","https://openalex.org/W2288790064","https://openalex.org/W4403385743","https://openalex.org/W4391812776","https://openalex.org/W4407417491","https://openalex.org/W4401870285","https://openalex.org/W2277728784"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":1}],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}
